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ResearchFormerly WizWand

Animal Vocalization Classification on Dogs (test)

96.4AccuracyEffNet-All (GP)
50.764862.612474.4686.3076Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
EffNet-All (GP)Encoder=EffNet-All, Fusion=GP, Sampling Rate=16 kHZ2026.0496.4
EffNet-All (SA)Encoder=EffNet-All, Fusion=SA, Sampling Rate=16 kHZ2026.0493.53
EffNet-All (BB)Encoder=EffNet-All, Fusion=BB, Sampling Rate=16 kHZ2026.0492.81
EffNet-All (MoE)Encoder=EffNet-All, Fusion=MoE, Sampling Rate=16 kHZ2026.0492.81
BEATs-Bio (BB)Encoder=BEATs-Bio, Fusion=BB, Sampling Rate=16 kHZ2026.0492.81
BEATs-Bio (MoE)Encoder=BEATs-Bio, Fusion=MoE, Sampling Rate=16 kHZ2026.0492.81
BEATs-Bio (HYB)Encoder=BEATs-Bio, Fusion=HYB, Sampling Rate=16 kHZ2026.0492.81
EffNet-Bio (MP)Encoder=EffNet-Bio, Fusion=MP, Sampling Rate=16 kHZ2026.0492.09
BEATs-Bio (SA)Encoder=BEATs-Bio, Fusion=SA, Sampling Rate=16 kHZ2026.0492.09
EffNet-Bio (HYB)Encoder=EffNet-Bio, Fusion=HYB, Sampling Rate=16 kHZ2026.0491.37
BEATs-Bio (MP)Encoder=BEATs-Bio, Fusion=MP, Sampling Rate=16 kHZ2026.0491.37
BEATs-Bio (GP)Encoder=BEATs-Bio, Fusion=GP, Sampling Rate=16 kHZ2026.0490.65
EffNet-All (HYB)Encoder=EffNet-All, Fusion=HYB, Sampling Rate=16 kHZ2026.0489.93
EffNet-All (MP)Encoder=EffNet-All, Fusion=MP, Sampling Rate=16 kHZ2026.0489.21
EffNet-Bio (BB)Encoder=EffNet-Bio, Fusion=BB, Sampling Rate=16 kHZ2026.0489.21
EffNet-Bio (TE)Encoder=EffNet-Bio, Fusion=TE, Sampling Rate=16 kHZ2026.0489.21
EffNet-Bio (MoE)Encoder=EffNet-Bio, Fusion=MoE, Sampling Rate=16 kHZ2026.0489.21
BEATs-All (SA)Encoder=BEATs-All, Fusion=SA, Sampling Rate=16 kHZ2026.0489.21
EAT-Bio (MP)Encoder=EAT-Bio, Fusion=MP, Sampling Rate=16 kHZ2026.0489.21
EAT-Bio (HYB)Encoder=EAT-Bio, Fusion=HYB, Sampling Rate=16 kHZ2026.0489.21
EAT-Bio (SA)Encoder=EAT-Bio, Fusion=SA, Sampling Rate=16 kHZ2026.0489.21
BirdNET (BB)Encoder=BirdNET, Fusion=BB, Sampling Rate=48 kHZ2026.0489.21
BEATs-All (MP)Encoder=BEATs-All, Fusion=MP, Sampling Rate=16 kHZ2026.0488.49
EAT-Bio (GP)Encoder=EAT-Bio, Fusion=GP, Sampling Rate=16 kHZ2026.0488.49
EffNet-Bio (SA)Encoder=EffNet-Bio, Fusion=SA, Sampling Rate=16 kHZ2026.0487.77
BEATs-All (TE)Encoder=BEATs-All, Fusion=TE, Sampling Rate=16 kHZ2026.0487.77
BEATs-All (MoE)Encoder=BEATs-All, Fusion=MoE, Sampling Rate=16 kHZ2026.0487.77
BEATs-All (HYB)Encoder=BEATs-All, Fusion=HYB, Sampling Rate=16 kHZ2026.0487.77
BEATs-Bio (TE)Encoder=BEATs-Bio, Fusion=TE, Sampling Rate=16 kHZ2026.0487.77
EffNet-All (TE)Encoder=EffNet-All, Fusion=TE, Sampling Rate=16 kHZ2026.0487.05
EffNet-Bio (GP)Encoder=EffNet-Bio, Fusion=GP, Sampling Rate=16 kHZ2026.0487.05
BEATs-All (BB)Encoder=BEATs-All, Fusion=BB, Sampling Rate=16 kHZ2026.0487.05
BEATs-NLM (BB)Encoder=BEATs-NLM, Fusion=BB, Sampling Rate=16 kHZ2026.0487.05
BEATs-NLM (TE)Encoder=BEATs-NLM, Fusion=TE, Sampling Rate=16 kHZ2026.0487.05
BEATs-NLM (GP)Encoder=BEATs-NLM, Fusion=GP, Sampling Rate=16 kHZ2026.0486.33
EAT-Bio (BB)Encoder=EAT-Bio, Fusion=BB, Sampling Rate=16 kHZ2026.0486.33
EAT-Bio (MoE)Encoder=EAT-Bio, Fusion=MoE, Sampling Rate=16 kHZ2026.0486.33
EffNet-AS (TE)Encoder=EffNet-AS, Fusion=TE, Sampling Rate=16 kHZ2026.0485.61
BEATs-All (GP)Encoder=BEATs-All, Fusion=GP, Sampling Rate=16 kHZ2026.0484.89
BEATs-NLM (MoE)Encoder=BEATs-NLM, Fusion=MoE, Sampling Rate=16 kHZ2026.0484.17
EffNet-AS (MoE)Encoder=EffNet-AS, Fusion=MoE, Sampling Rate=16 kHZ2026.0483.45
EAT-Bio (TE)Encoder=EAT-Bio, Fusion=TE, Sampling Rate=16 kHZ2026.0482.73
BEATs-NLM (MP)Encoder=BEATs-NLM, Fusion=MP, Sampling Rate=16 kHZ2026.0481.29
BEATs-NLM (SA)Encoder=BEATs-NLM, Fusion=SA, Sampling Rate=16 kHZ2026.0480.58
EffNet-AS (BB)Encoder=EffNet-AS, Fusion=BB, Sampling Rate=16 kHZ2026.0477.7
EffNet-AS (GP)Encoder=EffNet-AS, Fusion=GP, Sampling Rate=16 kHZ2026.0477.7
EAT-All (SA)Encoder=EAT-All, Fusion=SA, Sampling Rate=16 kHZ2026.0476.98
BEATs-NLM (HYB)Encoder=BEATs-NLM, Fusion=HYB, Sampling Rate=16 kHZ2026.0476.26
EAT-All (BB)Encoder=EAT-All, Fusion=BB, Sampling Rate=16 kHZ2026.0476.26
EAT-All (MoE)Encoder=EAT-All, Fusion=MoE, Sampling Rate=16 kHZ2026.0475.54
EffNet-AS (MP)Encoder=EffNet-AS, Fusion=MP, Sampling Rate=16 kHZ2026.0472.66
EffNet-AS (HYB)Encoder=EffNet-AS, Fusion=HYB, Sampling Rate=16 kHZ2026.0471.94
EAT-All (GP)Encoder=EAT-All, Fusion=GP, Sampling Rate=16 kHZ2026.0469.06
EAT-All (TE)Encoder=EAT-All, Fusion=TE, Sampling Rate=16 kHZ2026.0467.63
EffNet-AS (SA)Encoder=EffNet-AS, Fusion=SA, Sampling Rate=16 kHZ2026.0465.47
EAT-All (HYB)Encoder=EAT-All, Fusion=HYB, Sampling Rate=16 kHZ2026.0456.83
EAT-All (MP)Encoder=EAT-All, Fusion=MP, Sampling Rate=16 kHZ2026.0452.52